Cat Dog Classification CNN Project

#deeplearning #machinelearning #showdev #webdev

🚀 Deployed: Cat vs Dog Image Classification App on Vercel! 🐶🐱

Excited to share my latest Machine Learning project—a complete end-to-end Cat vs Dog Image Classification web application!

Live Demo: https://cat-and-dog-classification.vercel.app

Features -->
📤 Upload an image of a cat or dog
🧠 Deep learning prediction using a custom PyTorch CNN
📊 Displays prediction confidence
📈 Model evaluation metrics:
Accuracy
Precision
Recall
F1-Score
🔲 Confusion Matrix visualization
🎯 Responsive React frontend
⚡ FastAPI backend for inference
🛠️ Tech Stack
Frontend: React.js
Backend: FastAPI
Machine Learning: PyTorch
Deployment: Vercel (Frontend)

This project helped me understand the complete ML deployment workflow—from training a CNN model to building an API and integrating it with a modern frontend.

I'd love to hear your feedback! Feel free to try it out and let me know what you think.